xiangqi-agent

AI Agent for Chinese Chess (Xiangqi) - CS 221 Project

• logicblocker saint.seiya.0223@gmail.com | 2016 Autumn
• Stanford CS 221 Artificial Intelligence
  
  

Install

# clone
git clone https://github.com/logicblocker/xiangqi-agent.git
cd xiangqi-agent 

# Install dependencies
npm install

# start server
npm start

Open your browser, go to http://localhost:3000/ and you should be good to go

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Live Performance Analysis

Demo

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Disclaimer

• AI algofithms in the backend computation engine need to be enchanced (I was a bit hasty when then poster session was approaching >_<)

  • MCTS and TDLearning implementations are not solid
  • reinforcement learning part seldom works

• Effienciency need to be imporved

  • Current computation engine is in javascript, which is not fast enough (I did not know how to call other executables from nodeJS then..., but now I do, please see below)
  • You may implement a more powerful engine in C/C++ by calling a subprocess in server, NodeJS Child Process should help

Thanks for your interest :)